Observational Study
Copyright ©The Author(s) 2024. Published by Baishideng Publishing Group Inc. All rights reserved.
World J Diabetes. Apr 15, 2024; 15(4): 675-685
Published online Apr 15, 2024. doi: 10.4239/wjd.v15.i4.675
Examining the association between delay discounting, delay aversion and physical activity in Chinese adults with type-2 diabetes mellitus
Yong-Dong An, Guo-Xia Ma, Xing-Kui Cai, Ying Yang, Fang Wang, Zhan-Lin Zhang
Yong-Dong An, Ying Yang, Department of Endocrinology, People's Hospital of Linxia Hui Autonomous Prefecture, Linxia Hui Autonomous Prefecture 731100, Gansu Province, China
Guo-Xia Ma, Department of Gynecology, People's Hospital of Linxia Hui Autonomous Prefecture, Linxia Hui Autonomous Prefecture 731100, Gansu Province, China
Guo-Xia Ma, The First Clinical Medical College, Lanzhou University, Lanzhou 730013, Gansu Province, China
Xing-Kui Cai, Department of Internal Medicine, People's Hospital of Hezheng, Linxia Hui Autonomous Prefecture 731200, Gansu Province, China
Fang Wang, Department of Geratology, People's Hospital of Linxia Hui Autonomous Prefecture, Linxia Hui Autonomous Prefecture 731100, Gansu Province, China
Zhan-Lin Zhang, Department of Medical, People's Hospital of Linxia Hui Autonomous Prefecture, Linxia Hui Autonomous Prefecture 731100, Gansu Province, China
Author contributions: An YD and Zhang ZL designed the study and wrote the first version of the manuscript, and performed the statistical analyses; Ma GX, Cai XK, Yang Y, and Wang F were participated in recruitment and examination of the subjects and/or collection of data; all authors have approved the manuscript.
Supported by the Natural Science Foundation of Gansu Province, No. 22JR5RN1054.
Institutional review board statement: The study was reviewed and approved by the People's Hospital of Linxia Hui Autonomous Prefecture (2022102101).
Informed consent statement: All study participants, or their legal guardian, signed informed consent forms prior to study enrollment.
Conflict-of-interest statement: All the authors declare no conflicts of interest for this article.
Data sharing statement: The dataset in this study can be obtained from the corresponding author.
STROBE statement: The authors have read the STROBE Statement—checklist of items, and the manuscript was prepared and revised according to the STROBE Statement—checklist of items.
Open-Access: This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/
Corresponding author: Zhan-Lin Zhang, MPhil, Academic Research, Researcher, Statistical Worker, Department of Medical, People's Hospital of Linxia Hui Autonomous Prefecture, No. 110 Binhe South Road, Linxia Hui Autonomous Prefecture 731100, Gansu Province, China. 310018194@qq.com
Received: December 7, 2023
Peer-review started: December 7, 2023
First decision: February 2, 2024
Revised: February 5, 2024
Accepted: March 13, 2024
Article in press: March 13, 2024
Published online: April 15, 2024
Processing time: 126 Days and 9.6 Hours
Abstract
BACKGROUND

The role of physical activity in diabetes is critical, influencing this disease's development, man-agement, and overall outcomes. In China, 22.3% of adults do not meet the minimum level of physical activity recommended by the World Health Organization. Therefore, it is imperative to identify the factors that contributing to lack of physical activity must be identified.

AIM

To investigate the relationship among delay discounting, delay aversion, glycated hemoglobin (HbA1c), and various levels of physical activity in Chinese adults diagnosed with type 2 diabetes mellitus (T2DM).

METHODS

In 2023, 400 adults with T2DM were recruited from the People's Hospital of Linxia Hui Autonomous Prefecture of Gansu Province. A face-to-face questionnaire was used to gather demographic data and details on physical activity, delay discounting, and delay aversion. In addition, HbA1c levels were measured in all 400 participants. The primary independent variables considered were delay discounting and delay aversion. The outcome variables included HbA1c levels and different intensity levels of physical activity, including walking, moderate physical activity, and vigorous physical activity. Multiple linear regression models were utilized to assess the relationship between delay discounting, delay aversion, and HbA1c levels, along with the intensity of different physical activity measured in met-hours per week.

RESULTS

After controlling for the sample characteristics, delay discounting was negatively associated with moderate physical activity (β = -2.386, 95%CI: -4.370 to -0.401). Meanwhile, delay aversion was negatively associated with the level of moderate physical activity (β = -3.527, 95% CI: -5.578 to -1.476) in the multiple linear regression model, with statistically significant differences.

CONCLUSION

Elevated delay discounting and increased delay aversion correlated with reduced levels of moderate physical activity. Result suggests that delay discounting and aversion may influence engagement in moderate physical activity. This study recommends that health administration and government consider delay discounting and delay aversion when formulating behavioral intervention strategies and treatment guidelines involving physical activity for patients with T2DM, which may increase participation in physical activity. This study contributes a novel perspective to the research on physical activity in adults with T2DM by examining the significance of future health considerations and the role of emotional responses to delays.

Keywords: Type 2 diabetes mellitus, Delay discounting, Delay aversion, Physical activity

Core Tip: The role of physical activity in the context of diabetes is paramount, influencing its development, management, and overall outcome. 22.3% of adults in China did not attain the minimum recommended level of physical activity outlined by the World Health Organization in 2018. Research has indicated that individuals' inability to engage in and maintain regular physical activity is partly attributable to a psychological inclination favoring immediate rewards over delayed, more substantial ones. Delay discounting, a concept rooted in behavioral economics. No investigations have been conducted on the correlation between delay discounting, delay aversion, and health-related aspects, such as physical activity, especially among Chinese adults diagnosed with type 2 diabetes mellitus. In this study, we found that elevated delay discounting and increased delay aversion correlated with reduced levels of moderate physical activity.